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Heuristic Search for Pertinent Features

  • Overall procedure

1. Start from the user- specified feature

2. Search in neighborhood of existing pertinent features

3. Expand search range gradually

  • Tuple ID propagation is used to create multi-relational features
    • IDs of target tuples can be propagated along any join path, from which we can find tuples joinable with each target tuple

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